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Advancing solar power forecasting with machine learningNourollahi Hokmabad, Hossein22nd International Symposium “Topical Problems in the Field of Electrical and Power Engineering”. Doctoral School of Energy and Geotechnology III : Pärnu, Estonia, August 23-26, 20232023 / p. 89-90 : ill https://www.ester.ee/record=b5570906*est

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Building-level DC-aware energy management system : experimental realization and outcomesNourollahi Hokmabad, Hossein; Husev, Oleksandr; Vergara, Pedro P.; Kurnitski, Jarek; Vinnikov, Dmitri; Belikov, Juri2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org//10.1109/ICDCM63994.2025.11144724

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Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Nourollahi Hokmabad, Hossein; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 : ill https://doi.org/10.3390/electronics13081420 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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A comparative study of battery degradation cost modeling in residential PV-battery systems for day-ahead optimizationLekhel, Cheikh Elekbir Sidi; Mbayed, Rita; Nourollahi Hokmabad, Hossein; Velihorskyi, Oleksandr; Monmasson, Eric2025 IECON – 51st Annual Conference of the IEEE Industrial Electronics Society2025 / 6 p https://doi.org/10.1109/IECON58223.2025.11221673

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Day-ahead PV output power forecasting utilizing boosting recursive lightGBM-LSTM frameworkNourollahi Hokmabad, Hossein; Husev, Oleksandr; Vinnikov, Dmitri; Belikov, Juri; Petlenkov, EduardIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 5 p https://doi.org/10.1109/ISGTEUROPE56780.2023.10408090

book article

Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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journal article EST / journal article ENG

Day-Ahead Solar Power Forecasting Using LightGBM and Self-Attention Based Encoder-Decoder NetworksNourollahi Hokmabad, Hossein; Husev, Oleksandr; Belikov, JuriIEEE Transactions on sustainable energy2025 / p. 866-879 https://doi.org/10.1109/TSTE.2024.3486907 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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Detecting Battery Degradation Factors using Explainable AIGahramanov, O.; Nourollahi Hokmabad, Hossein; Ginzburg-Ganz, Elinor; Levron, Yoash; Belikov, Juri2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)2025 / p. 1-5 https://doi.org//10.1109/ISGTEurope64741.2025.11305580

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dissertation

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutesNourollahi Hokmabad, Hossein2025 https://digikogu.taltech.ee/et/Item/2bea1ea6-f3c1-4ef4-8153-abc13fa9c608 https://www.ester.ee/record=b5972753*est https://doi.org/10.23658/taltech.91/2025

dissertation

Related publications 7

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Energy storage and forecasting error impact analysis in photovoltaic equipped residential nano-gridsNourollahi Hokmabad, Hossein; Husev, Oleksandr; Belikov, Juri; Vinnikov, Dmitri; Petlenkov, Eduard2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p. https://doi.org/10.1109/CPE-POWERENG58103.2023.10227406

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Explainable AI based System for Supply Air Temperature ForecastEik, Marika; Köse, Ahmet; Nourollahi Hokmabad, Hossein; Belikov, JuriIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), Valletta, Malta, 2025 : proceedings2025 / 5 p. : ill

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Feasibility study of a DC house connected to a conventional AC distribution networkNourollahi Hokmabad, Hossein; Shabir, Noman; Astapov, Victor; Petlenkov, Eduard; Husev, Oleksandr; Belikov, Juri2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2024 / 6 p https://doi.org/10.1109/CPE-POWERENG60842.2024.10604419 Article at Scopus Article at WOS

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Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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Forecast-Driven and Scenario-Based Building Energy Management Using a Stochastic Optimization ApproachNourollahi Hokmabad, Hossein; Hemmati Shahsavar, Tala; Vergara, Pedro P.; Husev, Oleksandr; Belikov, Juri2025 IEEE 19th International Conference on Control & Automation (ICCA)2025 / p. 885-891 : ill https://doi.org//10.1109/ICCA65672.2025.11129822

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Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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Li-Ion battery equivalent circuit modellingNourollahi Hokmabad, Hossein21st International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Pärnu, Estonia, June 15-18, 20222022 / p. 97-98 : ill https://www.ester.ee/record=b5504019*est

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MPC-based optimal control of battery management system in residential applicationTammaru, Tauri; Nourollahi Hokmabad, Hossein; Levron, Yoash; Belikov, JuriIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings2024 / 5 p https://doi.org/10.1109/ISGTEUROPE62998.2024.10863121 Article at Scopus Article at WOS

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Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithmsShabbir, Noman; Husev, Oleksandr; Nourollahi Hokmabad, Hossein; Daniel, Kamran; Jawad, Muhammad; Martins, Joao2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org/10.1109/ICDCM63994.2025.11144710 Article at Scopus Article at WOS

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Optimizing size and economic feasibility assessment of photovoltaic and energy storage setup in residential applicationsNourollahi Hokmabad, Hossein; Husev, Oleksandr; Kurnitski, Jarek; Belikov, JuriSustainable energy, grids and networks2024 / art. 101385, 15 p. : ill https://doi.org/10.1016/j.segan.2024.101385 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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Practical demand side management and demand response in large scale buildings with multiple case studiesKöse, Ahmet; Sukhanov, Ivan; Maivel, Mikk; Tepljakov, Aleksei; Nourollahi Hokmabad, Hossein; Petlenkov, Eduard2024 20th International Conference on the European Energy Market (EEM)2024 / 5 p https://doi.org/10.1109/EEM60825.2024.10608965 Conference proceedings at Scopus Article at Scopus Article at WOS

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Practical demand side management: one day case studyKöse, Ahmet; Nourollahi Hokmabad, Hossein; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardHealthy Buildings Europe 2023 : Beyond Disciplinary Boundaries : proceedings ; 12023 / p. 36-42 https://www.proceedings.com/content/070/070278webtoc.pdf

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Single Cell Energy Router Justification for Three Phase Near Zero Energy BuildingsNourollahi Hokmabad, Hossein; Hemmati Shahsavar, Tala; Matiushkin, Oleksandr; Jalakas, Tanel; Husev, Oleksandr; Belikov, Juri2025 IEEE Applied Power Electronics Conference and Exposition (APEC)2025 / p. 1622–1628 : ill

book article

Related publications 1

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

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State-of-the-art activity recognition and prediction techniques applicable to the home energy management systemNourollahi Hokmabad, Hossein; Belikov, Juri; Husev, Oleksandr; Vinnikov, Dmitri2022 IEEE 7th International Energy Conference (ENERGYCON)2022 / art. 181231 : ill https://doi.org/10.1109/ENERGYCON53164.2022.9830154

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Supply air temperature control in air handling unit based on federated learningEik, Marika; Nourollahi Hokmabad, Hossein; Köse, Ahmet; Husev, Oleksandr; Belikov, Juri2024 IEEE Power and Energy Society General Meeting, PESGM 2024, Seattle, 21 July 25 July, 20242024 / 5 p. : ill https://doi.org/10.1109/PESGM51994.2024.10688759 Conference proceedings at Scopus Article at Scopus Article at WOS

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A unified hierarchical digital twin platform for synergistic management of low-voltage electrical network componentsNourollahi Hokmabad, Hossein; Lekhel, Cheikh Elekbir Sidi; Hemmati Shahsavar, Tala; Vergara, Pedro P.; Husev, Oleksandr; Belikov, Juri2025 IEEE Innovative Smart Grid Technologies, Europe (ISGT Europe), Valletta, Malta, October 20-23, 20252025 / 5 p. https://doi.org/10.1109/ISGTEurope64741.2025.11305379 Article at Scopus Article at WOS

book article

Nourollahi Hokmabad, Hossein (author)

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